diff --git a/blockpoller/poller.go b/blockpoller/poller.go
index 84e1e12..b36ae36 100644
--- a/blockpoller/poller.go
+++ b/blockpoller/poller.go
@@ -76,6 +76,8 @@ func New[C any](
 
 func (p *BlockPoller[C]) Run(firstStreamableBlockNum uint64, stopBlock *uint64, blockFetchBatchSize int) error {
 	p.startBlockNumGate = firstStreamableBlockNum
+	p.optimisticallyPolledBlocks = map[uint64]*BlockItem{}
+
 	p.logger.Info("starting poller",
 		zap.Uint64("first_streamable_block", firstStreamableBlockNum),
 		zap.Uint64("block_fetch_batch_size", uint64(blockFetchBatchSize)),
@@ -221,14 +223,13 @@ type BlockItem struct {
 }
 
 func (p *BlockPoller[C]) loadNextBlocks(requestedBlock uint64, numberOfBlockToFetch int) error {
-	p.optimisticallyPolledBlocks = map[uint64]*BlockItem{}
 	p.fetching = true
 
 	nailer := dhammer.NewNailer(numberOfBlockToFetch, func(ctx context.Context, blockToFetch uint64) (*BlockItem, error) {
 		var blockItem *BlockItem
 		err := derr.Retry(p.fetchBlockRetryCount, func(ctx context.Context) error {
-
-			bi, err := rpc.WithClients(p.clients, func(ctx context.Context, client C) (*BlockItem, error) {
+			clients := p.clients.DuplicateAndStartAt(int(blockToFetch % uint64(numberOfBlockToFetch)))
+			bi, err := rpc.WithClients(clients, func(ctx context.Context, client C) (*BlockItem, error) {
 				b, skipped, err := p.blockFetcher.Fetch(ctx, client, blockToFetch)
 				if err != nil {
 					return nil, fmt.Errorf("fetching block %d: %w", blockToFetch, err)
@@ -341,12 +342,37 @@ func (p *BlockPoller[C]) requestBlock(blockNumber uint64, numberOfBlockToFetch i
 
 			time.Sleep(20 * time.Millisecond)
 			continue
+		} else if !p.fetching {
+			// Optimistically anticipate next iterations
+			max := blockNumber
+
+			p.optimisticallyPolledBlocksLock.Lock()
+			for key := range p.optimisticallyPolledBlocks {
+				if key > max {
+					max = key
+				}
+				// Cleanup old blocks
+				if key < blockNumber {
+					delete(p.optimisticallyPolledBlocks, key)
+				}
+			}
+			p.optimisticallyPolledBlocksLock.Unlock()
+
+			if (max < blockNumber + uint64(numberOfBlockToFetch)) {
+				go func() {
+					p.logger.Info("anticipating future block polls", zap.Uint64("block_num", blockNumber), zap.Uint64("max", max))
+					err := p.loadNextBlocks(max + 1, numberOfBlockToFetch)
+					if err != nil {
+						p.Shutdown(err)
+						return
+					}
+				}()
+			}
 		}
 
 		p.logger.Info("block was optimistically polled", zap.Uint64("block_num", blockNumber), zap.Bool("keep", false))
 		return blockItem, nil
 	}
-
 }
 
 type FetchResponse struct {
diff --git a/rpc/clients.go b/rpc/clients.go
index 78bf49c..cdb7087 100644
--- a/rpc/clients.go
+++ b/rpc/clients.go
@@ -7,6 +7,7 @@ import (
 	"time"
 
 	"github.com/hashicorp/go-multierror"
+	"github.com/streamingfast/eth-go/rpc"
 	"go.uber.org/zap"
 )
 
@@ -56,6 +57,22 @@ func (c *Clients[C]) Add(client C) {
 	defer c.lock.Unlock()
 	c.clients = append(c.clients, client)
 }
+
+func (c *Clients[C]) DuplicateAndStartAt(start int) *Clients[C]{
+	size := len(c.clients)
+	clients := Clients[C]{
+		clients: make([]C, size),
+		maxBlockFetchDuration: c.maxBlockFetchDuration,
+		rollingStrategy: c.rollingStrategy,
+		lock: sync.Mutex{},
+		logger: c.logger,
+	}
+	for i, v := range c.clients {
+		clients.clients[(start + i) % size] = v
+	}
+	return &clients
+}
+
 func WithClientsContext[C any, V any](clients *Clients[C], ctx context.Context, f func(context.Context, C) (v V, err error)) (v V, err error) {
 	clients.lock.Lock()
 	defer clients.lock.Unlock()
@@ -75,6 +92,15 @@ func WithClientsContext[C any, V any](clients *Clients[C], ctx context.Context,
 		cancel()
 
 		if err != nil {
+			clientDetails := ""
+
+			rpc, ok := any(client).(*rpc.Client)
+			if (ok) {
+				clientDetails = rpc.String()
+			}
+
+			clients.logger.Error("failed client request", zap.Error(err), zap.String("client", clientDetails))
+
 			errs = multierror.Append(errs, err)
 			client, err = clients.rollingStrategy.next(clients)
 			if err != nil {